Renqin Cai

According to our database, Renqin Cai authored at least 13 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale Multi-Task Recommendation System.

Yun He, Xuxing Chen, Jiayi Xu, Renqin Cai, Yiling You, Jennifer Cao, Minhui Huang, Liu Yang, Yiqun Liu, Xiaoyi Liu, Rong Jin, Sem Park, Bo Long, Xue Feng

CoRR, 2024

Meta-Reinforcement Learning via Exploratory Task Clustering.

Zhendong Chu, Renqin Cai, Hongning Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

Comparative Explanations of Recommendations.

Aobo Yang, Nan Wang, Renqin Cai, Hongbo Deng, Hongning Wang

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Graph-based Extractive Explainer for Recommendations.

Peng Wang, Renqin Cai, Hongning Wang

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021

Reversible Action Design for Combinatorial Optimization with Reinforcement Learning.

Fan Yao, Renqin Cai, Hongning Wang

CoRR, 2021

Category-aware Collaborative Sequential Recommendation.

Renqin Cai, Jibang Wu, Aidan San, Chong Wang, Hongning Wang

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020

Learning to Structure Long-term Dependence for Sequential Recommendation.

Renqin Cai, Qinglei Wang, Chong Wang, Xiaobing Liu

CoRR, 2020

Déjà vu: A Contextualized Temporal Attention Mechanism for Sequential Recommendation.

Jibang Wu, Renqin Cai, Hongning Wang

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Malicious Attacks against Deep Reinforcement Learning Interpretations.

Mengdi Huai, Jianhui Sun, Renqin Cai, Liuyi Yao, Aidong Zhang

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Learning from Correlated Events for Equipment Relation Inference in Buildings.

Dezhi Hong, Renqin Cai, Hongning Wang, Kamin Whitehouse

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Accounting for Temporal Dynamics in Document Streams.

Zhendong Chu, Renqin Cai, Hongning Wang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Modeling Sequential Online Interactive Behaviors with Temporal Point Process.

Renqin Cai, Xueying Bai, Zhenrui Wang, Yuling Shi, Parikshit Sondhi, Hongning Wang

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Accounting for the Correspondence in Commented Data.

Renqin Cai, Chi Wang, Hongning Wang

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017